Adaptive Markets

Author: Andrew W. Lo
Publisher: Princeton University Press
ISBN: 069119680X
Category : Business & Economics
Languages : en
Pages : 503

Book Description
A new, evolutionary explanation of markets and investor behavior Half of all Americans have money in the stock market, yet economists can’t agree on whether investors and markets are rational and efficient, as modern financial theory assumes, or irrational and inefficient, as behavioral economists believe. The debate is one of the biggest in economics, and the value or futility of investment management and financial regulation hangs on the answer. In this groundbreaking book, Andrew Lo transforms the debate with a powerful new framework in which rationality and irrationality coexist—the Adaptive Markets Hypothesis. Drawing on psychology, evolutionary biology, neuroscience, artificial intelligence, and other fields, Adaptive Markets shows that the theory of market efficiency is incomplete. When markets are unstable, investors react instinctively, creating inefficiencies for others to exploit. Lo’s new paradigm explains how financial evolution shapes behavior and markets at the speed of thought—a fact revealed by swings between stability and crisis, profit and loss, and innovation and regulation. An ambitious new answer to fundamental questions about economics and investing, Adaptive Markets is essential reading for anyone who wants to understand how markets really work.

Adaptive Markets

Author: Andrew W. Lo
Publisher: Princeton University Press
ISBN: 0691191360
Category : Business & Economics
Languages : en
Pages : 502

Book Description
"Half of all Americans have money in the stock market, yet economists can't agree on whether investors and markets are ration and efficient, as modern financial theory assumes, or irrational and inefficient, as behavioral economists believe - and as financial bubbles, crashes, and crises suggest. This is one of the biggest debates in economics, and the value or futility of investment management and financial regulation hang on the outcome. In this groundbreaking book, Andrew Lo cuts through this debate with a new framework, the Adaptive Markets Hypothesis, in which rationality and irrationality coexist. Drawing on psychology, evolutionary biology, neuroscience, artificial intelligence, and other fields, "Adaptive Markets" shows that the theory of marked efficiency isn't wrong but merely incomplete. When markets are unstable, investors react instinctively, creating inefficiencies for others to exploit. Lo's new paradigm explains how financial evolution shapes behavior and markets at the speed of thought - a fact revealed by swings between stability and crisis, profit and loss, and innovation and regulation."--Inside flap.

Adaptive Markets

Author: Andrew W. Lo
Publisher: Princeton University Press
ISBN: 0691135142
Category : Business & Economics
Languages : en
Pages : 496

Book Description
A new, evolutionary explanation of markets and investor behavior. Half of all Americans have money in the stock market, yet economists can't agree on whether investors and markets are rational and efficient, as modern financial theory assumes, or irrational and inefficient, as behavioral economists believe. The debate is one of the biggest in economics, and the value or futility of investment management and financial regulation hangs on the answer. In this groundbreaking book, Andrew Lo transforms the debate with a powerful new framework in which rationality and irrationality coexist-the Adaptive Markets Hypothesis. Drawing on psychology, evolutionary biology, neuroscience, artificial intelligence, and other fields, Adaptive Markets shows that the theory of market efficiency is incomplete. When markets are unstable, investors react instinctively, creating inefficiencies for others to exploit. Lo's new paradigm explains how financial evolution shapes behavior and markets at the speed of thought-a fact revealed by swings between stability and crisis, profit and loss, and innovation and regulation. An ambitious new answer to fundamental questions about economics and investing, Adaptive Markets is essential reading for anyone who wants to understand how markets really work.

Forecasting in Financial and Sports Gambling Markets

Author: William S. Mallios
Publisher: John Wiley & Sons
ISBN: 1118099532
Category : Mathematics
Languages : en
Pages : 207

Book Description
A guide to modeling analyses for financial and sports gambling markets, with a focus on major current events Addressing the highly competitive and risky environments of current-day financial and sports gambling markets, Forecasting in Financial and Sports Gambling Markets details the dynamic process of constructing effective forecasting rules based on both graphical patterns and adaptive drift modeling (ADM) of cointegrated time series. The book uniquely identifies periods of inefficiency that these markets oscillate through and develops profitable forecasting models that capitalize on irrational behavior exhibited during these periods. Providing valuable insights based on the author's firsthand experience, this book utilizes simple, yet unique, candlestick charts to identify optimal time periods in financial markets and optimal games in sports gambling markets for which forecasting models are likely to provide profitable trading and wagering outcomes. Featuring detailed examples that utilize actual data, the book addresses various topics that promote financial and mathematical literacy, including: Higher order ARMA processes in financial markets The effects of gambling shocks in sports gambling markets Cointegrated time series with model drift Modeling volatility Throughout the book, interesting real-world applications are presented, and numerous graphical procedures illustrate favorable trading and betting opportunities, which are accompanied by mathematical developments in adaptive model forecasting and risk assessment. A related web site features updated reviews in sports and financial forecasting and various links on the topic. Forecasting in Financial and Sports Gambling Markets is an excellent book for courses on financial economics and time series analysis at the upper-undergraduate and graduate levels. The book is also a valuable reference for researchers and practitioners working in the areas of retail markets, quant funds, hedge funds, and time series. Also, anyone with a general interest in learning about how to profit from the financial and sports gambling markets will find this book to be a valuable resource.

The Econometrics of Financial Markets

Author: John Y. Campbell
Publisher: Princeton University Press
ISBN: 1400830214
Category : Business & Economics
Languages : en
Pages : 630

Book Description
The past twenty years have seen an extraordinary growth in the use of quantitative methods in financial markets. Finance professionals now routinely use sophisticated statistical techniques in portfolio management, proprietary trading, risk management, financial consulting, and securities regulation. This graduate-level textbook is intended for PhD students, advanced MBA students, and industry professionals interested in the econometrics of financial modeling. The book covers the entire spectrum of empirical finance, including: the predictability of asset returns, tests of the Random Walk Hypothesis, the microstructure of securities markets, event analysis, the Capital Asset Pricing Model and the Arbitrage Pricing Theory, the term structure of interest rates, dynamic models of economic equilibrium, and nonlinear financial models such as ARCH, neural networks, statistical fractals, and chaos theory. Each chapter develops statistical techniques within the context of a particular financial application. This exciting new text contains a unique and accessible combination of theory and practice, bringing state-of-the-art statistical techniques to the forefront of financial applications. Each chapter also includes a discussion of recent empirical evidence, for example, the rejection of the Random Walk Hypothesis, as well as problems designed to help readers incorporate what they have read into their own applications.

In Pursuit of the Perfect Portfolio

Author: Andrew W. Lo
Publisher: Princeton University Press
ISBN: 0691215200
Category : Business & Economics
Languages : en
Pages : 414

Book Description
Is there an ideal portfolio of investment assets, one that perfectly balances risk and reward? In Pursuit of the Perfect Portfolio examines this question by profiling and interviewing ten of the most prominent figures in the finance world,Jack Bogle, Charley Ellis, Gene Fama, Marty Liebowitz, Harry Markowitz, Bob Merton, Myron Scholes, Bill Sharpe, Bob Shiller, and Jeremy Siegel. We learn about the personal and intellectual journeys of these luminaries, which include six Nobel Laureates and a trailblazer in mutual funds, and their most innovative contributions. In the process, we come to understand how the science of modern investing came to be. Each of these finance greats discusses their idea of a perfect portfolio, offering invaluable insights to today's investor

Radical Markets

Author: Eric A. Posner
Publisher: Princeton University Press
ISBN: 0691196974
Category : Business & Economics
Languages : en
Pages : 190

Book Description
Revolutionary ideas on how to use markets to achieve fairness and prosperity for all Many blame today's economic inequality, stagnation, and political instability on the free market. The solution is to rein in the market, right? Radical Markets turns this thinking on its head. With a new foreword by Ethereum creator Vitalik Buterin and virtual reality pioneer Jaron Lanier as well as a new afterword by Eric Posner and Glen Weyl, this provocative book reveals bold new ways to organize markets for the good of everyone. It shows how the emancipatory force of genuinely open, free, and competitive markets can reawaken the dormant nineteenth-century spirit of liberal reform and lead to greater equality, prosperity, and cooperation. Only by radically expanding the scope of markets can we reduce inequality, restore robust economic growth, and resolve political conflicts. But to do that, we must replace our most sacred institutions with truly free and open competition—Radical Markets shows how.

A Non-Random Walk Down Wall Street

Author: Andrew W. Lo
Publisher: Princeton University Press
ISBN: 1400829097
Category : Business & Economics
Languages : en
Pages : 449

Book Description
For over half a century, financial experts have regarded the movements of markets as a random walk--unpredictable meanderings akin to a drunkard's unsteady gait--and this hypothesis has become a cornerstone of modern financial economics and many investment strategies. Here Andrew W. Lo and A. Craig MacKinlay put the Random Walk Hypothesis to the test. In this volume, which elegantly integrates their most important articles, Lo and MacKinlay find that markets are not completely random after all, and that predictable components do exist in recent stock and bond returns. Their book provides a state-of-the-art account of the techniques for detecting predictabilities and evaluating their statistical and economic significance, and offers a tantalizing glimpse into the financial technologies of the future. The articles track the exciting course of Lo and MacKinlay's research on the predictability of stock prices from their early work on rejecting random walks in short-horizon returns to their analysis of long-term memory in stock market prices. A particular highlight is their now-famous inquiry into the pitfalls of "data-snooping biases" that have arisen from the widespread use of the same historical databases for discovering anomalies and developing seemingly profitable investment strategies. This book invites scholars to reconsider the Random Walk Hypothesis, and, by carefully documenting the presence of predictable components in the stock market, also directs investment professionals toward superior long-term investment returns through disciplined active investment management.

Self-Adaptive Options & Currency Trading

Author: Jon Schiller
Publisher: CreateSpace
ISBN: 9781413759631
Category : Commodity futures
Languages : en
Pages : 220

Book Description
This book will show you how with inexpensive tools you can begin with a limited amount of capital and make it grow impressively. I describe how the Welles-Wilder Indicator, a relative strength indicator, with equations included, can be used to decide when to open index options, stock options, futures options and currency positions. I have selected the best commodity futures options to trade for short-term profits. A currency trading expert from Madrid showed me the great leverage of one's capital is the outstanding advantage of currency trading. I also describe my self-adaptive trading software, giving you all the equations and algorithms used so you can create your own software at home. I first learned options trading in Brest, France, from the sponsor of my oldest son's 40' racing catamaran. Bob was making $2 million per month trading options in New York. He explained his strategy of selling index-option Calls two standard deviations (sigma) above the market and selling Puts two sigma below the market-the probability of the market rising above the Call or dropping below the Put was less than 10%, meaning you profit 90% of the time. This two-sigma strategy has been adapted to credit covered spreads for generating a regular monthly income.

Market Evolution

Author: Jeffrey Kleintop
Publisher: John Wiley & Sons
ISBN: 0470039043
Category : Business & Economics
Languages : en
Pages : 226

Book Description
Today's investors face a challenging environment like none before. The factors that affect financial markets are evolving rapidly and the changes may surprise unprepared investors with investment performance that is below the average of recent decades. Jeffrey Kleintop, author and financial expert, understands that these conditions place a premium on adaptation and innovation-making proactive investment decision-making more valuable than ever. He also knows that in today's investment environment, a new approach to active portfolio management-one that incorporates both strategic and tactical allocations to various asset classes-is necessary to exploit opportunities, manage risk, and achieve financial goals. In Market Evolution, Kleintop offers his unique view of today's financial markets and the trends that may shape investment performance during the next ten years. This book is a practical guide that provides investors with the robust framework that they need to meet the challenges of this new market environment and win. Jeffrey Kleintop (Philadelphia, PA) is the Chief Investment Strategist of PNC Advisors, one of the largest wealth managers in the United States. He is also the coportfolio manager of PNC's Advantage Portfolios. Recently named by the Wall Street Journal as one of "Wall Street's Best and Brightest," Mr. Kleintop is regularly quoted in many national publications, such as BusinessWeek and the New York Times. He is also a regular guest on national radio and television financial programs.